Detection of genome-wide polymorphisms in the AT-rich Plasmodium falciparum genome using a high-density microarray

被引:43
|
作者
Jiang, Hongying [1 ]
Yi, Ming [2 ]
Mu, Jianbing [1 ]
Zhang, Louie [3 ]
Ivens, Al [4 ]
Klimczak, Leszek J. [5 ]
Huyen, Yentram [5 ]
Stephens, Robert M. [2 ]
Su, Xin-zhuan [1 ]
机构
[1] NIAID, Lab Malaria & Vector Res, Natl Inst Hlth, Bethesda, MD 20892 USA
[2] NCI, Adv Technol Program, SAIC Frederick Inc, Ft Detrick, MD 21702 USA
[3] Drexel Univ, Sch Med, Philadelphia, PA 19104 USA
[4] Wellcome Trust Sanger Inst, Pathogen Microarrays Grp, Cambridge CB10 1SA, England
[5] NIAID, Bioinformat & Computat Biosci Branch, Off Cyber Infrastruct & Computat Biol, Natl Inst Hlth, Bethesda, MD 20892 USA
基金
美国国家卫生研究院; 英国惠康基金;
关键词
D O I
10.1186/1471-2164-9-398
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Genetic mapping is a powerful method to identify mutations that cause drug resistance and other phenotypic changes in the human malaria parasite Plasmodium falciparum. For efficient mapping of a target gene, it is often necessary to genotype a large number of polymorphic markers. Currently, a community effort is underway to collect single nucleotide polymorphisms (SNP) from the parasite genome. Here we evaluate polymorphism detection accuracy of a high-density 'tiling' microarray with 2.56 million probes by comparing single feature polymorphisms (SFP) calls from the microarray with known SNP among parasite isolates. Results: We found that probe GC content, SNP position in a probe, probe coverage, and signal ratio cutoff values were important factors for accurate detection of SFP in the parasite genome. We established a set of SFP calling parameters that could predict mSFP (SFP called by multiple overlapping probes) with high accuracy (>= 94%) and identified 121,087 mSFP genome-wide from five parasite isolates including 40,354 unique mSFP (excluding those from multi-gene families) and similar to 18,000 new mSFP, producing a genetic map with an average of one unique mSFP per 570 bp. Genomic copy number variation (CNV) among the parasites was also cataloged and compared. d Conclusion: A large number of mSFP were discovered from the P. falciparum genome using a high-density microarray, most of which were in clusters of highly polymorphic genes at chromosome ends. Our method for accurate mSFP detection and the mSFP identified will greatly facilitate large-scale studies of genome variation in the P. falciparum parasite and provide useful resources for mapping important parasite traits.
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页数:15
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